Deguang Kong

Researcher, ads, Google

Joined

November 2016

Names

Deguang Kong (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

ads, Google (google.com)

2018 – Present

Senior Research Scientist

ads, Yahoo Research (yahoo-inc.com)

2016 – 2018

Staff Research Scientist

AI, Samsung Research (samsung.com)

2014 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Chris Ding

2010 – 2013

Expertise

recommendation and Ads

2016 – 2023

Machine learning

2013 – 2023

Publications

Language agnostic multilingual information retrieval with contrastive learning
Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, zhiheng huang
- ACL 2023
- Readers: Everyone
Robust Consensus Clustering and its Applications for Advertising Forecasting
Deguang Kong, Miao Lu, Konstantin Shmakov, Jian Yang
- 2023 (modified: 29 Jan 2023)
- CoRR 2023
- Readers: Everyone
STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henghui Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, zhiheng huang, William Yang Wang, George Karypis, Bing Xiang, Dan Roth
- Published: 01 Feb 2023, Last Modified: 01 Mar 2023
- ICLR 2023 notable top 25%
- Readers: Everyone
Demystifying Advertising Campaign Bid Recommendation: A Constraint target CPA Goal Optimization
Deguang Kong, Konstantin Shmakov, Jian Yang
- 2022 (modified: 29 Jan 2023)
- CoRR 2022
- Readers: Everyone
Do not Waste Money on Advertising Spend: Bid Recommendation via Concavity Changes
Deguang Kong, Konstantin Shmakov, Jian Yang
- 2022 (modified: 29 Jan 2023)
- CoRR 2022
- Readers: Everyone
Language Agnostic Multilingual Information Retrieval with Contrastive Learning
Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, Zhiheng Huang
- 2022 (modified: 29 Jan 2023)
- CoRR 2022
- Readers: Everyone
DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving
Wei Deng, Junwei Pan, Tian Zhou, Deguang Kong, Aaron Flores, Guang Lin
- 2021 (modified: 29 Jan 2023)
- WSDM 2021
- Readers: Everyone
Learning from Cross-Modal Behavior Dynamics with Graph-Regularized Neural Contextual Bandit
Xian Wu, Suleyman Cetintas, Deguang Kong, Miao Lu, Jian Yang, Nitesh V. Chawla
- 2020 (modified: 29 Jan 2023)
- WWW 2020
- Readers: Everyone
Mobile App Risk Ranking via Exclusive Sparse Coding
Deguang Kong, Lei Cen
- 2019 (modified: 12 Nov 2022)
- WWW 2019
- Readers: Everyone
Elastic nonnegative matrix factorization
He Xiong, Deguang Kong
- 2019 (modified: 29 Jan 2023)
- Pattern Recognit. 2019
- Readers: Everyone

View all 51 publications

Co-Authors

View all 78 co-authors